integrative-analysis

What problem does it solve?

This Skill addresses the challenge of integrating diverse ENCODE datasets to reveal complex biological relationships.

Core Features & Use Cases

• Data Compatibility Check: Verify organism, assembly, assay, and metadata compatibility across experiments.
• Data Selection & Retrieval: Identify and download appropriate files such as peaks, signals, or contact matrices for integration.
• Analysis Workflow: Perform peak overlap, signal correlation, differential binding, chromatin state annotation, and 3D genome validation.
• Use Case: Integrate H3K27ac ChIP-seq, ATAC-seq, and RNA-seq datasets to annotate enhancers, link them to target genes, and identify regulatory modules in human brain tissue.

Quick Start

Use this skill to identify compatible ENCODE experiments, check their metadata, and retrieve data files for integrative analysis.